SceneDreamer
Click to visit website
About
SceneDreamer is an unconditional generative model designed for creating unbounded 3D scenes, synthesizing large-scale 3D landscapes from random noises. This framework learns exclusively from in-the-wild 2D image collections without requiring any 3D annotations. Its core paradigm includes an efficient bird's-eye-view (BEV) representation, which consists of a height field for surface elevation and a semantic field for scene details. This BEV representation offers quadratic complexity for 3D scene representation, disentangled geometry and semantics, and efficient training. The tool also employs a novel generative neural hash grid to parameterize the latent space using 3D positions and scene semantics, encoding generalizable features. Finally, a neural volumetric renderer, trained adversarially on 2D images, produces photorealistic results. SceneDreamer excels in generating vivid and diverse unbounded 3D worlds.
Platform
Task
Features
• produces photorealistic images via a neural volumetric renderer
• employs a novel generative neural hash grid
• utilizes an efficient bird's-eye-view (bev) scene representation
• allows free camera trajectory
• ensures 3d consistency and well-defined depth
• synthesizes diverse landscapes across different styles
• learns from in-the-wild 2d image collections
• unbounded 3d scene generation
Pricing Plans
Free
Free Plan• Generate unbounded 3D scenes
• Utilize in-the-wild 2D image collections
• Efficient BEV representation
• Photorealistic rendering
• Code available on GitHub
• Demo available on Hugging Face Spaces
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Featured Tools
Songmeaning
Songmeaning is an AI-powered tool that helps users uncover the hidden stories and meanings behind song lyrics, enhancing their musical understanding.
View Details
PropLytics
PropLytics is an AI-powered platform for real estate investors, providing data-backed ROI insights to help make smarter, faster investment decisions.
View Details
GitGab
GitGab is an AI tool that contextualizes top AI models like ChatGPT, Claude, and Gemini with your GitHub repositories and local code for enhanced development.
View Detailsnuptials.ai
nuptials.ai is an AI wedding planning partner, offering timeline planning, budget optimization, vendor matching, and a 24/7 planning assistant to help plan your perfect day.
View Details
Fastbreak AI
Fastbreak AI is an ultimate AI-powered sports operations engine, offering intelligent software for sports league scheduling, tournament management, and brand sponsorship.
View Details
BestFaceSwap
BestFaceSwap is an AI-powered online tool that enables users to easily change faces in videos and photos with high-quality and realistic results.
View Details
Healing Grace Alternative Healing
Healing Grace Alternative Healing is a center offering personalized care through organic bath and body products, natural remedies, and spiritual healing practices.
View Details
Smart Cookie Trivia
Smart Cookie Trivia is a platform offering a wide variety of trivia questions across numerous categories to help users play trivia, explore different topics, and expand their knowledge.
View DetailsLatest AI News
View All News
From frustration to breakthrough: A patient's decade-long medical riddle unravelled by AI, signaling a new era for diagnosis.
India commits INR 10,000 crore to deep tech, fostering a new era of AI-driven innovation and global self-reliance.
Dumas's "fiction factory" reveals how AI redefines authorship, creativity, and the collaborative future of art.